End-user automation within Cursor enabling onboarding, intranet guidance, time-off and advance leave requests, and fast meeting room bookings.

Standardized, portable remote context management enabling seamless cross-runtime collaboration and dynamic prompt handling.

Lightweight, modular patterns with STDIO transport and Gradio integration for rapid experimentation.

A protocol-driven server enabling dynamic context sharing via Tools, Resources, and Prompts with JSON-RPC and flexible transports.

Asynchronous MCP server delivering US weather data via NWS API with FastMCP tool definitions for easy integration into chat agents and automation pipelines.

A concise, interoperable model context manager with pluggable storage and lifecycle controls for multi-model workflows.

Model_Context_Protocol_2

model context protocol_activity

Comprehensive Python collection with modular tooling, resumable messaging, cancellation, and real-time updates for robust integrations.

Dynamic model-context orchestration with secure isolation, pluggable adapters, and context-aware routing for advanced AI workflows.

Generates customizable, context-aware QR codes with a flexible data model for seamless app integrations.

📋 Comprehensive list of Model Context Protocol (MCP) servers for Claude and AI tools

Full-featured Python MCP with multi-transport, resources, tools, and prompts exposure via JSON-RPC.

Rust-based starting point with minimal scaffolding to build custom Model Context Protocol services.

Designed for rapid experimentation, it minimizes boilerplate while exposing data sources and utilities to language models via a simple Python interface.

Experimental, secure process management with user isolation and optional root access, designed for AI-assisted workflows.

Automates MCP source formatting with context-aware rules and configurable styles to ensure consistent, readable protocols.

Fast protocol-based toolkit enabling direct Philips Hue Bridge control via Python with color management.

A test MCP demonstrating Claude IA 2025 integration with dynamic context handling and prompt orchestration, highlighting Claude-specific tooling and flow.

Compact dual-application demo showcasing core protocol concepts with a built-in GPT chat tester.

Modular Go-based tool hub that extends Copilot with an extensible tool registry for enhanced AI workflows.

Lightweight Node.js client designed to connect to context networks and streamline model context exchange.

Official templates for MCP-Forge - Model Context Protocol server configurations

Unified integration enabling Lucene and DataPrime queries with Claude Desktop, templates, context retrieval, and advanced log analytics.